WO2003002375A1 - Device for image detecting objects, people or similar in the area surrounding a vehicle - Google Patents
Device for image detecting objects, people or similar in the area surrounding a vehicle Download PDFInfo
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- WO2003002375A1 WO2003002375A1 PCT/DE2002/002190 DE0202190W WO03002375A1 WO 2003002375 A1 WO2003002375 A1 WO 2003002375A1 DE 0202190 W DE0202190 W DE 0202190W WO 03002375 A1 WO03002375 A1 WO 03002375A1
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- vehicle
- image sensors
- image
- optical axes
- cameras
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Classifications
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/10—Image acquisition
- G06V10/12—Details of acquisition arrangements; Constructional details thereof
- G06V10/14—Optical characteristics of the device performing the acquisition or on the illumination arrangements
- G06V10/147—Details of sensors, e.g. sensor lenses
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/80—Analysis of captured images to determine intrinsic or extrinsic camera parameters, i.e. camera calibration
- G06T7/85—Stereo camera calibration
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/97—Determining parameters from multiple pictures
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/16—Anti-collision systems
- G08G1/166—Anti-collision systems for active traffic, e.g. moving vehicles, pedestrians, bikes
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/16—Anti-collision systems
- G08G1/168—Driving aids for parking, e.g. acoustic or visual feedback on parking space
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N13/00—Stereoscopic video systems; Multi-view video systems; Details thereof
- H04N13/20—Image signal generators
- H04N13/204—Image signal generators using stereoscopic image cameras
- H04N13/239—Image signal generators using stereoscopic image cameras using two 2D image sensors having a relative position equal to or related to the interocular distance
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N13/00—Stereoscopic video systems; Multi-view video systems; Details thereof
- H04N13/20—Image signal generators
- H04N13/296—Synchronisation thereof; Control thereof
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
- H04N7/181—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast for receiving images from a plurality of remote sources
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10016—Video; Image sequence
- G06T2207/10021—Stereoscopic video; Stereoscopic image sequence
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30248—Vehicle exterior or interior
- G06T2207/30252—Vehicle exterior; Vicinity of vehicle
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N13/00—Stereoscopic video systems; Multi-view video systems; Details thereof
- H04N2013/0074—Stereoscopic image analysis
- H04N2013/0081—Depth or disparity estimation from stereoscopic image signals
Definitions
- the invention relates to a device for detecting objects, people or the like, in particular in the vicinity of a vehicle.
- the invention is based on the object of specifying a device of the generic type by means of which a three-dimensional geometry of a vehicle environment can be variably ascertained both with a long range and with a large viewing angle.
- the image recording unit comprises at least two image sensors, the optical axes of the image sensors being adjustable relative to one another and / or relative to the vehicle, advantageously makes it possible to adapt the geometry of the image recording unit to the currently required range or viewing angle.
- a generally long range is made possible by choosing a long focal length, with an instantly smaller viewing angle being acceptable, since the device according to the invention allows the viewing angle to be enlarged again at any time.
- the overlap area of the detection areas of the individual image sensors can be enlarged or reduced.
- Variants are preferably also conceivable here according to which at least one of the image sensors is oriented in the direction of travel, while another of the image sensors is oriented transversely to the direction of travel. In this way, a temporarily monocular image evaluation of each of the signals supplied by the image sensors can be achieved if this appears necessary or sufficient in a corresponding situation.
- the overlap area of the detection areas of the image sensors can preferably also be pivoted relative to the vehicle and the size thereof can also be varied there is, for example, located to the side of the vehicle. It is also advantageous that, due to the variable adjustability of the optical axes, bodies or the like which are located in the surroundings and are difficult to stereosensitive due to their shape and / or texture can be detected and evaluated
- FIG. 1a shows schematic views of a vehicle with and 1 b of a device according to the invention
- Fig. 2 schematically different Aus ⁇ chtrnoglich- to 6 sides of the device according to the invention
- a motor vehicle 10 is shown schematically in plan view and in side view.
- the motor vehicle 10 has a device, designated overall by 100, for the detection of objects, people or the like in an environment of the motor vehicle.
- the device 100 comprises an image recording unit 12 which has two image sensors 14 and 14 '(hereinafter also called cameras 14 and 14').
- the cameras 14 and 14 ' are formed, for example, by CMOS cameras.
- these optical axes 16 or 16' have. These are only indicated schematically in Fig. 1 a.
- the optical axes 16 and 16 ' determine the orientation of the cameras 14 and 14' and thus their image acquisition area.
- a first drive device 18 is assigned to the camera 14 and a second drive device 20 is assigned to the camera 14 '.
- the drive devices 18 and 20 are arranged on a carrier 22, which in turn is assigned a third drive device 24.
- the drive devices 18, 20 and 24 are formed, for example, by stepper motors or continuously adjustable motors.
- the relative position of the optical axes 16 and 16 'of the cameras 14 and 14' to one another and / or to the motor vehicle 10 can be changed by means of the drive devices 18, 20 and 24.
- a pivoting of the optical axes 16 or 16 ′ to a vehicle longitudinal axis 26, to a vehicle transverse axis 28 and / or to a vehicle vertical vehicle axis 30 take place.
- the cameras 14 or 14 ' can be rotated about the vertical vehicle axis 30 by means of the drive devices 18, 20 or 24.
- the camera 14 is via the secondary device 18, the camera 14'.
- each can be rotated separately about the vertical axis 30 of the vehicle, so that according to the controls of the drive devices 18, 20 and 24 there are any orientations of the optical axes 16 or 16 ′ in the horizontal plane a possible angular position of the cameras 14 and 14 'and thus a corresponding angular position of the optical axes 16 and 16' to the horizontal plane, these optical axes 16 and 16 'can also be adjustable in relation to one another and / or relative to the motor vehicle 10 on a conical surface area.
- the image recordings Unit 12 is preferably arranged on a roof module of vehicle 10
- Both the cameras 14 and 14 'and the drive devices 18, 20 and 24 are connected to an evaluation unit 32, which comprises at least one signal processing processor.
- the image signals supplied by the cameras 14 and 14' are processed by the evaluation unit 32 and control signals for the drive devices 18 , 20 and 24 generated.
- Further actuators of the motor vehicle 10 can be controlled via the evaluation unit 32, for example depending on the images supplied by the image recording unit 12.
- Such actuators can be, for example, actuators of braking devices, e-gas devices, steering devices or the like the evaluation unit can also be connected to further sensors, not shown, from which additional information, such as operating parameters of the motor vehicle 10, can be provided.
- FIG. 7 shows a flowchart, according to which, in a first step 34, the evaluation unit 32 detects an image pair recorded by the cameras 14 or 14 '.
- a next step 36 corresponding image areas in the two, from slightly different viewing angles (corresponding to the distance between the cameras 14 or 14 'to each other) images sought Where the corresponding image areas constrict, the evaluation unit 32 creates from the approximate knowledge of the camera positions (known from the control of the drive devices 18, 20 and 24) and possibly from the previous evaluation of the calibration and the three - Dimensional geometry of the recorded scene With the help of this rough knowledge of corresponding image positions, the exact locations of corresponding areas in the two images can be determined using known search methods for estimating displacement. From the knowledge now available of the cor responding image areas, the relative orientation between the two cameras 14 and 14 'can be determined (step 38). This can be done, for example, by determining the so-called essential matrix E by suitable resolution of the system of equations
- the 3x3 matrix fulfills the conditions of an essential matrix, and x and y the corresponding coordinates in the image on the right and left camera 14 and 14 'forms. Thus one obtains an equation of determination for each corresponding pair of points.
- the Essential Matrix can therefore be determined with a sufficient number of point pairs.
- the previous control of the drive devices 18, 20 or 24, as well as knowledge of the scene geometry from previous measurements, can advantageously also be used as prior knowledge to stabilize the system of equations. Standard methods, for example a robust extended caiman filter, can be used as a suitable solution method.
- a next step 40 the captured scene is subjected to a stereo image evaluation with known calibration, that is to say the geometry of the street and of objects, people or the like is measured three-dimensionally.
- a stereo image evaluation with known calibration that is to say the geometry of the street and of objects, people or the like is measured three-dimensionally.
- the previously determined orientation of the two cameras 14 and 14 'and the point correspondence are brought together in the triangularization method known per se.
- a next step 42 the recorded scene is analyzed and suitable areas for mono detection and stereo detection are identified depending on the situation.
- the drive devices 18, 20 and 24 are controlled accordingly by the evaluation unit 32, so that there is a relative adjustment of the optical axes 16 or 16 'to one another or possibly to the motor vehicle 10.
- the image acquisition areas of the cameras 14 and 14' are more or less superimposed.
- An emerging overlay area then defines the stereo acquisition of the recorded scene and the non-overlaid areas define the mono acquisition of the recorded scene.
- the image capture area of camera 14 is designated 43 and the image capture area of camera 14 'is designated 44.
- the overlay area 46 defines the stereo acquisition of the recorded scene and the remaining sections of the image acquisition areas 43 and 44 (outside the overlay area 46) the mono capture of the recorded scene.
- FIG. 2 shows by way of example that the cameras 14 and 14 ′ are aligned parallel to one another in the longitudinal axis 26 of the vehicle. In this way, a favorable stereo detection area 46 is obtained in the direction of travel, while edge areas are of minor importance.
- FIG. 3 illustrates a variant in which the cameras 14 and 14 ', respectively, are aligned parallel and pivoted to the right to the longitudinal axis 26 of the vehicle. This results in a large stereo detection area 46 oriented to the right, which is advantageous, for example, when measuring parking scenes or the like.
- FIG. 4 an embodiment variant is shown in FIG. 4, in which the cameras 14 and 14 ′ are not pivoted individually by the drive devices 18 and 20 about the vehicle vertical axis 30, but rather the carrier 22 as a whole by the drive device 24 is pivoted about the vehicle vertical axis 30. This also maintains a parallel alignment of the cameras 14 and 14 'and at the same time realizes an enlarged viewing angle compared to FIG. 3.
- FIG. 5 shows a variant in which the camera 14 'remains aligned in the longitudinal axis 26 of the vehicle, while the camera 14 is pivoted to the right to the longitudinal axis 26 of the vehicle.
- FIG. 6 shows an embodiment variant in which the camera 14 is pivoted on the right to the vehicle longitudinal axis 26 and the camera 14 'on the left to the vehicle longitudinal axis 26.
- the overall viewing angle of the image recording unit 12 is enlarged, while the stereo detection area 46 is reduced.
- Such an alignment of the cameras 14 or 14 ′ can in particular be used for monocular image processing, that is to say with relatively large mono detection areas 43 or 44. This is sufficient for traffic sign recognition, for example.
- the exemplary embodiments shown clearly illustrate the variable use of the image recording unit 12 by the individually controllable drive devices 18, 20 and 24.
- the most varied of viewing angles and ranges can be combined in a simple manner with a wide variety of stereo detection areas 46 and mono detection areas 43 and 44, respectively.
- this advantageously also makes it possible to resolve the uncertainty of the stereo analysis, which occurs when the texture of an object is parallel to the epipolar (straight line, which is the location of possible point correspondences describes) is projected into the image.
- the epipolar By rotating the camera base around at least one of the axes 26, 28 and 30, the epipolar can be rotated in the image, so that the texture is no longer parallel and the point correspondence is clearly established.
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Abstract
Description
VORRICHTUNG ZUR BILDDETETION VON GEGENSTAND , PERSONEN ODERDEVICE FOR DETECTING THE IMAGE OF OBJECT, PEOPLE OR
DERGLEICHEN IM UMFELD EINES FAHRZEUGESTHE SAME IN THE ENVIRONMENT OF A VEHICLE
Technisches GebietTechnical field
Die Erfindung betrifft eine Vorrichtung zur Detektion von Gegenständen, Personen oder dergleichen, insbesondere im Umfeld eines Fahrzeuges.The invention relates to a device for detecting objects, people or the like, in particular in the vicinity of a vehicle.
Stand der TechnikState of the art
Aus der Druckschrift IEEE Intelligent Vehicles Symposium, Okt. 2000, "Real-time stereo vision for for urban traffic scene understanding", U. Franke ist bekannt, das Umfeld eines Fahrzeuges mit einer Bildaufzeichnungseinheit zu erfassen, die zur Aufnahme dreidimensionaler Bilder eine Stereokamera umfasst. Durch Auswertung der aufgenommenen Szene kann die Position, beispielsweise weiterer Fahrzeuge, Personen oder Ge- genstände, im Umfeld des Fahrzeuges ermittelt werden. Anhand dieser Informationen kann die Längs- und/oder Querführung des Fahrzeuges durch einen Regler beeinflusst werden, so dass der Fahrer bei der Fahrzeugführung unterstützt wird und der Fahrkomfort und die Verkehrssicherheit verbessert werden können. Beispielsweise kann im Falle einer drohenden Kollision ein automatisches Ausweich- oder Bremsmanöver die Kollision vermeiden oder wenigstens die Kollisionsenergie reduzieren.From the publication IEEE Intelligent Vehicles Symposium, Oct. 2000, "Real-time stereo vision for urban traffic scene understanding", U. Franke, it is known to capture the surroundings of a vehicle with an image recording unit which comprises a stereo camera for taking three-dimensional images , By evaluating the recorded scene, the position, for example of other vehicles, people or objects, can be determined in the area surrounding the vehicle. On the basis of this information, the longitudinal and / or transverse guidance of the vehicle can be influenced by a controller, so that the driver is supported in the vehicle guidance and driving comfort and traffic safety can be improved. For example, in the event of an impending collision, an automatic avoidance or braking maneuver can avoid the collision or at least reduce the collision energy.
Aus dem Dokument MIT Press, 1995, "Three dimensional Computer visi- on: a geometric viewpoint", O. Faugeras ist bekannt, wie ein Stereokame- rasystem die dreidimensionale Geometrie der auf das Bildpaar projizierten Umwelt durch Tnangulaπsierung ermittelt, das heißt durch Bestimmung des Schnittpunktes der in die jeweils linke und rechte Kamera einfallenden Lichtstrahlen Hierbei wird festgestellt, dass die Position der Kamerakopfe, also die Ausrichtung von deren optischen Achsen, einer Stereokamera die Detektionseigenschaften erheblich beeinflusst und manche Objekte aufgrund ihrer Position oder Textur eine Stereosensierung erschwerenFrom the document MIT Press, 1995, "Three dimensional computer vision: a geometric viewpoint", O. Faugeras, it is known how a stereo camera rasystem determines the three-dimensional geometry of the environment projected onto the pair of images by tangling, that is to say by determining the intersection of the light rays incident in the left and right cameras, respectively. It is determined that the position of the camera heads, ie the alignment of their optical axes, is a stereo camera influences the detection properties considerably and some objects make stereosensing difficult due to their position or texture
Die Wahl der optischen Brennweite einer starren Stereoanordnung erfor- dert grundsätzlich einen Kompromiss zwischen Reichweite und Blickwinkel In Fahrzeuganwendungen sind jedoch an beide Großen hohe Anforderungen gestellt So ist bei Fahrgeschwindigkeiten von zirka 200 km/h - beispielsweise nach der so genannten "Halbe-Tacho-Regel" - eine Reichweite von mehr als 100 m erforderlich Gleichzeitig erfordert eine zuver- lassige Erfassung von Verkehrzeichen große Blickwinkel von beispielsweise 70° Diese Anforderungen sind mit den bekannten Stereokameras nicht einhaltbarThe choice of the optical focal length of a rigid stereo arrangement basically requires a compromise between range and viewing angle. However, high demands are made on both sizes in vehicle applications. For example, at speeds of around 200 km / h - for example according to the so-called "half-speedometer rule" "- a range of more than 100 m required At the same time, reliable detection of traffic signs requires large viewing angles of, for example, 70 °. These requirements cannot be met with the known stereo cameras
Zur Abhilfe ist in IEEE Intelligent Vehicles Symposium, Okt 2000, "EMS- Vision Gaze control in autonomous vehicles", M Pellkofer und E D Dickmanns vorgeschlagen worden, auf eine drehbare Plattform einzelne Monokameras mit unterschiedlicher Brennweite zu montieren Hierdurch wird eine Vergrößerung des erfassbaren Blickwinkels möglich Die Kame- raplaitform wird hierbei auf ein fernes Objekt oder auf ein seitlich zur Fahrtrichtung befindliches Objekt, beispielsweise ein Verkehrszeichen, ausgerichtet Darstellunq der Erfindung, Aufgabe, Lösung, VorteileTo remedy this, it was proposed in the IEEE Intelligent Vehicles Symposium, Oct 2000, "EMS Vision Gaze control in autonomous vehicles", M Pellkofer and ED Dickmanns, to mount individual mono cameras with different focal lengths on a rotatable platform. This makes it possible to enlarge the viewable angle The camera form is oriented here to a distant object or to an object located laterally to the direction of travel, for example a traffic sign Presentation of the invention, task, solution, advantages
Der Erfindung liegt die Aufgabe zugrunde, eine Vorrichtung der gattungs- gemäßen Art anzugeben, mittels der in einfacher Weise eine dreidimensionale Geometrie eines Fahrzeugumfeldes sowohl mit großer Reichweite als auch mit großem Blickwinkel variabel erfassbar ist.The invention is based on the object of specifying a device of the generic type by means of which a three-dimensional geometry of a vehicle environment can be variably ascertained both with a long range and with a large viewing angle.
Erfindungsgemäß wird diese Aufgabe durch eine Vorrichtung mit den im Anspruch 1 genannten Merkmalen gelöst. Dadurch, dass die Bildaufzeichnungseinheit wenigstens zwei Bildsensoren umfasst, wobei die optischen Achsen der Bildsensoren relativ zueinander und/oder relativ zum Fahrzeug veränderbar ausrichtbar sind, ist vorteilhaft möglich, die Geometrie der Bildaufzeichnungseinheit an die aktuell erforderliche Reichweite beziehungsweise den Blickwinkel anzupassen. Es wird eine generell hohe Reichweite durch Wahl einer langen Brennweite möglich, wobei ein augenblicklich geringerer Blickwinkel in Kauf genommen werden kann, da die erfindungsgemäße Vorrichtung eine Vergrößerung des Blickwinkels jederzeit wieder erlaubt. Ferner ist vorteilhaft möglich, durch die relativ zueinander veränderbar ausrichtbaren optischen Achsen der Bildsensoren eine Variation eines Stereobereiches der Bildaufzeichnungseinheit zu erzielen. Entsprechend der Ausrichtung der optischen Achsen relativ zueinander kann der Überlappungsbereich der Erfassungsbereiche der einzelnen Biidsensoren vergrößert beziehungsweise verkleinert werden. Denk- bar sind hier vorzugsweise auch Varianten, nach denen wenigstens einer der Bildsensoren in Fahrtrichtung ausgerichtet ist, während ein anderer der Bildsensoren quer zur Fahrtrichtung ausgerichtet ist. So lässt sich auch eine zeitweise monokulare Bildauswertung jeder der von den Bildsensoren gelieferten Signale erreichen, wenn dies bei entsprechender Si- tuation erforderlich beziehungsweise ausreichend erscheint. Dadurch, dass die optischen Achsen zusätzlich relativ zum Fahrzeug veränderbar ausrichtbar sind, kann vorzugsweise der Uberlappungsbereich der Erfassungsbereiche der Bildsensoren auch relativ zum Fahrzeug verschwenkt werden und auch dort in seiner Große variiert werden So kann vorzugs- weise beispielsweise wahrend eines Einparkvorganges eine Stereovermessung einer angepeilten Parklücke, die sich beispielsweise seitlich vom Fahrzeug befindet, erfolgen Ferner ist vorteilhaft, dass durch die variable Emstellbarkeit der optischen Achsen auch sich im Umfeld befindliche, aufgrund ihrer Form und/oder Textur nur schwierig stereosensierbare Korper oder dergleichen erfassen und auswerten lassenAccording to the invention, this object is achieved by a device having the features mentioned in claim 1. The fact that the image recording unit comprises at least two image sensors, the optical axes of the image sensors being adjustable relative to one another and / or relative to the vehicle, advantageously makes it possible to adapt the geometry of the image recording unit to the currently required range or viewing angle. A generally long range is made possible by choosing a long focal length, with an instantly smaller viewing angle being acceptable, since the device according to the invention allows the viewing angle to be enlarged again at any time. Furthermore, it is advantageously possible to achieve a variation of a stereo area of the image recording unit by means of the optical axes of the image sensors that can be aligned relative to one another. According to the alignment of the optical axes relative to one another, the overlap area of the detection areas of the individual image sensors can be enlarged or reduced. Variants are preferably also conceivable here according to which at least one of the image sensors is oriented in the direction of travel, while another of the image sensors is oriented transversely to the direction of travel. In this way, a temporarily monocular image evaluation of each of the signals supplied by the image sensors can be achieved if this appears necessary or sufficient in a corresponding situation. Thereby, the fact that the optical axes can also be adjusted relative to the vehicle, the overlap area of the detection areas of the image sensors can preferably also be pivoted relative to the vehicle and the size thereof can also be varied there is, for example, located to the side of the vehicle. It is also advantageous that, due to the variable adjustability of the optical axes, bodies or the like which are located in the surroundings and are difficult to stereosensitive due to their shape and / or texture can be detected and evaluated
Weitere bevorzugte Ausgestaltungen der Erfindung ergeben sich aus den übrigen, in den Unteranspruchen genannten MerkmalenFurther preferred embodiments of the invention result from the other features mentioned in the subclaims
Kurze Beschreibung der ZeichnungenBrief description of the drawings
Nachstehend wird die Erfindung in Ausfuhrungsbeispielen anhand der beigefugten Zeichnungen naher erläutert Es zeigenThe invention is explained in more detail in exemplary embodiments with reference to the accompanying drawings
Fig 1a schematische Ansichten eines Fahrzeuges mit und 1 b einer erfindungsgemaßen Vorrichtung,1a shows schematic views of a vehicle with and 1 b of a device according to the invention,
Fig 2 schematisch verschiedene Ausπchtrnoglich- bis 6 keiten der erfindungsgemaßen Vorrichtung undFig. 2 schematically different Ausπchtrnoglich- to 6 sides of the device according to the invention and
Fig 7 ein Flussdiagramm einer Steuerung der erfindungsgemaßen7 shows a flowchart of a control of the invention
Vorrichtung Bester Weg zur Ausführung der Erfindungcontraption Best way to carry out the invention
In Fig. 1a und 1 b ist jeweils ein Kraftfahrzeug 10 schematisch in Draufsicht und in Seitenansicht gezeigt. Das Kraftfahrzeug 10 besitzt eine insgesamt mit 100 bezeichnete Vorrichtung zur Detektion von Gegenständen, Personen oder dergleichen in einem Umfeld des Kraftfahrzeuges. Die Vorrich- tung 100 umfasst eine Bildaufzeichnungseinheit 12, die zwei Bildsensoren 14 beziehungsweise 14' (nachfolgend auch Kameras 14 beziehungsweise 14' genannt) aufweist. Die Kameras 14 beziehungsweise 14' werden beispielsweise von CMOS-Kameras gebildet. Entsprechend dem Aufbau der Kameras 14 beziehungsweise 14' besitzen diese optische Achsen 16 be- ziehungsweise 16'. Diese sind lediglich in Fig. 1 a schematisch angedeutet. Die optischen Achsen 16 beziehungsweise 16' bestimmen die Ausrichtung der Kameras 14 beziehungsweise 14' und somit deren Bilderfassungsbereich.1a and 1b, a motor vehicle 10 is shown schematically in plan view and in side view. The motor vehicle 10 has a device, designated overall by 100, for the detection of objects, people or the like in an environment of the motor vehicle. The device 100 comprises an image recording unit 12 which has two image sensors 14 and 14 '(hereinafter also called cameras 14 and 14'). The cameras 14 and 14 'are formed, for example, by CMOS cameras. Corresponding to the construction of the cameras 14 or 14 ', these optical axes 16 or 16' have. These are only indicated schematically in Fig. 1 a. The optical axes 16 and 16 'determine the orientation of the cameras 14 and 14' and thus their image acquisition area.
Der Kamera 14 ist eine erste Antriebseinrichtung 18 und der Kamera 14' eine zweite Antriebseinrichtung 20 zugeordnet. Die Antriebseinrichtungen 18 und 20 sind auf einem Träger 22 angeordnet, dem wiederum eine dritte Antriebseinrichtung 24 zugeordnet ist. Die Antriebseinrichtungen 18, 20 beziehungsweise 24 werden beispielsweise von Schrittmotoren oder kon- tinuierlich verstellbaren Motoren gebildet. Mittels der Antriebseinrichtungen 18, 20 und 24 ist die relative Lage der optischen Achsen 16 beziehungsweise 16' der Kameras 14 beziehungsweise 14' zueinander und/oder zum Kraftfahrzeug 10 veränderbar. Hierbei kann prinzipiell eine Verschwen- kung der optischen Achsen 16 beziehungsweise 16' zu einer Fahrzeu- glängsachse 26, zu einer Fahrzeugquerachse 28 und/oder zu einer Fahr- zeughochachse 30 erfolgen Gemäß dem dargestellten Ausfuhrungsbei- spiel wird davon ausgegangen, dass die Kameras 14 beziehungsweise 14' um die Fahrzeughochachse 30 mittels der Antriebseinrichtungen 18, 20 beziehungsweise 24 drehbar sind Hierbei ist die Kamera 14 über die An- tnebseinπchtung 18, die Kamera 14' über die Antriebseinrichtung 20 und der Trager 22 über die Antriebseinrichtung 24 jeweils separat um die Fahrzeughochachse 30 drehbar, so dass es entsprechend den Ansteue- rungen der Antriebseinrichtungen 18, 20 und 24 zu beliebigen Ausrichtungen der optischen Achsen 16 beziehungsweise 16' in der Horizontalebene kommt Entsprechend einer eventuellen Winkelstellung der Kameras 14 und 14' und somit einer entsprechenden Winkelstellung der optischen Achsen 16 beziehungsweise 16' zur Horizontalebene können diese optischen Achsen 16 und 16' auch auf einer Kegelmantelflache relativ zueinander und/oder relativ zum Kraftfahrzeug 10 veränderbar ausrichtbar sein Die Bildaufzeichnungseinheit 12 ist vorzugsweise an einem Dachmodul des Fahrzeuges 10 angeordnetA first drive device 18 is assigned to the camera 14 and a second drive device 20 is assigned to the camera 14 '. The drive devices 18 and 20 are arranged on a carrier 22, which in turn is assigned a third drive device 24. The drive devices 18, 20 and 24 are formed, for example, by stepper motors or continuously adjustable motors. The relative position of the optical axes 16 and 16 'of the cameras 14 and 14' to one another and / or to the motor vehicle 10 can be changed by means of the drive devices 18, 20 and 24. In principle, a pivoting of the optical axes 16 or 16 ′ to a vehicle longitudinal axis 26, to a vehicle transverse axis 28 and / or to a vehicle vertical vehicle axis 30 take place. According to the exemplary embodiment shown, it is assumed that the cameras 14 or 14 'can be rotated about the vertical vehicle axis 30 by means of the drive devices 18, 20 or 24. Here, the camera 14 is via the secondary device 18, the camera 14'. Via the drive device 20 and the carrier 22 via the drive device 24, each can be rotated separately about the vertical axis 30 of the vehicle, so that according to the controls of the drive devices 18, 20 and 24 there are any orientations of the optical axes 16 or 16 ′ in the horizontal plane a possible angular position of the cameras 14 and 14 'and thus a corresponding angular position of the optical axes 16 and 16' to the horizontal plane, these optical axes 16 and 16 'can also be adjustable in relation to one another and / or relative to the motor vehicle 10 on a conical surface area. The image recordings Unit 12 is preferably arranged on a roof module of vehicle 10
Sowohl die Kameras 14 und 14' als auch die Antriebseinrichtungen 18, 20 und 24 sind mit einer Auswerteeinheit 32 verbunden, die wenigstens einen Signalverarbeitungsprozessor umfasst Mittels der Auswerteeinheit 32 werden die von den Kameras 14 und 14' gelieferten Bildsignale verarbeitet und Steuersignale für die Antriebseinrichtungen 18, 20 und 24 generiert Über die Auswerteeinheit 32 sind femer weitere Aktoren des Kraftfahrzeuges 10, beispielsweise in Abhängigkeit der mittels der Bildaufzeich- nungseinheit 12 gelieferten Bilder, ansteuerbar Derartige Aktoren können beispielsweise Stellglieder von Bremseinrichtungen, E-Gaseinnchtungen, Lenkeinrichtungen oder dergleichen sein Zur Signalverarbeitung kann die Auswerteeinheit ferner mit weiteren, nicht dargestellten Sensoren verbunden sein, von denen zusätzliche Informationen, wie Betriebsparameter des Kraftfahrzeuges 10, bereitstellbar sind Die Funktion der erfindungsgemaßen Vorrichtung wird anhand der Fig 2 bis 7 naher erläutertBoth the cameras 14 and 14 'and the drive devices 18, 20 and 24 are connected to an evaluation unit 32, which comprises at least one signal processing processor. The image signals supplied by the cameras 14 and 14' are processed by the evaluation unit 32 and control signals for the drive devices 18 , 20 and 24 generated. Further actuators of the motor vehicle 10 can be controlled via the evaluation unit 32, for example depending on the images supplied by the image recording unit 12. Such actuators can be, for example, actuators of braking devices, e-gas devices, steering devices or the like the evaluation unit can also be connected to further sensors, not shown, from which additional information, such as operating parameters of the motor vehicle 10, can be provided The function of the device according to the invention is explained in more detail with reference to FIGS. 2 to 7
Fig 7 zeigt ein Flussdiagramm, wonach in einem ersten Schritt 34 von der Auswerteeinheit 32 ein von den Kameras 14 beziehungsweise 14' aufgenommenes Bildpaar erfasst wird In einem nächsten Schritt 36 werden korrespondierende Bildbereiche in den beiden, aus geringfügig unterschiedlichen Blickwinkeln (entsprechend dem Abstand der Kameras 14 beziehungsweise 14' zueinander) aufgenommenen Bildern gesucht Wo diese korrespondierenden Bildbereiche egen, erstellt die Auswerteeinheit 32 aus der ungefähren Kenntnis der Kamerastellungen (über die Ansteue- rung der Antriebseinrichtungen 18, 20 und 24 bekannt) und gegebenenfalls aus vorhergehender Auswertung der Kalibrierung und der drei- dimensionalen Geometrie der aufgenommenen Szene Mit Hilfe dieser groben Kenntnis korrespondierender Bildpositionen lassen sich mit an sich bekannten Suchverfahren zur Verschiebungsschatzung die genauen Orte korrespondierender Bereiche in den beiden Bildern ermitteln Aus der nunmehr vorliegenden Kenntnis der korrespondierenden Bildbereiche lasst sich die relative Orientierung zwischen den beiden Kameras 14 beziehungsweise 14' bestimmen (Schritt 38) Dies kann beispielsweise durch Ermittlung der so genannten Essential Matrix E durch geeignete Auflösung des Gleichungssystems7 shows a flowchart, according to which, in a first step 34, the evaluation unit 32 detects an image pair recorded by the cameras 14 or 14 '. In a next step 36, corresponding image areas in the two, from slightly different viewing angles (corresponding to the distance between the cameras 14 or 14 'to each other) images sought Where the corresponding image areas constrict, the evaluation unit 32 creates from the approximate knowledge of the camera positions (known from the control of the drive devices 18, 20 and 24) and possibly from the previous evaluation of the calibration and the three - Dimensional geometry of the recorded scene With the help of this rough knowledge of corresponding image positions, the exact locations of corresponding areas in the two images can be determined using known search methods for estimating displacement. From the knowledge now available of the cor responding image areas, the relative orientation between the two cameras 14 and 14 'can be determined (step 38). This can be done, for example, by determining the so-called essential matrix E by suitable resolution of the system of equations
erfolgen, wobei die 3x3 Matrix die Bedingungen einer Essential Matrix erfüllt, und x und y die korrespondierenden Koordinaten im Bild der rechten und linken Kamera 14 beziehungsweise 14' bildet. Somit erhält man je korrespondierendem Punktepaar eine Bestimmungsgleichung. Mit einer ausreichenden Zahl von Punktpaaren lässt sich die Essential Matrix daher bestimmen. Die bisherige Ansteuerung der Antriebseinrichtungen 18, 20 beziehungsweise 24, sowie eine Kenntnis der Szenengeometrie aus vorausgegangenen Messungen, kann vorteilhaft zusätzlich als Vorkenntnis zur Stabilisierung des Gleichungssystems genutzt werden. Als geeignetes Lösungsverfahren können Standardverfahren, beispielsweise ein robustes extended Kaimanfilter, verwendet werden.The 3x3 matrix fulfills the conditions of an essential matrix, and x and y the corresponding coordinates in the image on the right and left camera 14 and 14 'forms. Thus one obtains an equation of determination for each corresponding pair of points. The Essential Matrix can therefore be determined with a sufficient number of point pairs. The previous control of the drive devices 18, 20 or 24, as well as knowledge of the scene geometry from previous measurements, can advantageously also be used as prior knowledge to stabilize the system of equations. Standard methods, for example a robust extended caiman filter, can be used as a suitable solution method.
In einem nächsten Schritt 40 wird die erfasste Szene einer Stereobildauswertung mit bekannter Kalibrierung unterzogen, das heißt, die Geometrie von Straße und von Objekten, Personen oder dergleichen wird dreidimensional vermessen. Dabei werden die zuvor bestimmte Orientierung der beiden Kameras 14 beziehungsweise 14' und die Punktkorrespondenzen im an sich bekannten Triangularisierungsverfahren zusammengebracht.In a next step 40, the captured scene is subjected to a stereo image evaluation with known calibration, that is to say the geometry of the street and of objects, people or the like is measured three-dimensionally. The previously determined orientation of the two cameras 14 and 14 'and the point correspondence are brought together in the triangularization method known per se.
In einem nächsten Schritt 42 wird die aufgenommene Szene analysiert und daraus geeignete Bereiche für eine Monoerfassung und eine Stereo- erfassung situationsabhängig identifiziert. Entsprechend dieser Identifizierung von Monobereichen und Stereobereichen werden die Antriebseinrichtungen 18, 20 und 24 durch die Auswerteeinheit 32 entsprechend angesteuert, so dass es zu einer relativen Verstellung der optischen Achsen 16 beziehungsweise 16' zueinander beziehungsweise gegebenenfalls zum Kraftfahrzeug 10 kommt. Entsprechend der Ausrichtung der optischen Achsen 16 und 16' werden die Bilderfassungsbereiche der Kameras 14 beziehungsweise 14' mehr oder weniger überlagert. Ein sich herausbildender Überlagerungsbereich definiert dann die Stereoerfassung der aufgenommenen Szene und die nicht überlagerten Bereiche definie- ren die Monoerfassung der aufgenommenen Szene. Anhand der Fig. 2 bis 6 sind hierzu einige Beispiele schematisch angedeutet, ohne jedoch Anspruch auf Vollständigkeit für die möglichen Varianten zu erheben.In a next step 42, the recorded scene is analyzed and suitable areas for mono detection and stereo detection are identified depending on the situation. In accordance with this identification of mono areas and stereo areas, the drive devices 18, 20 and 24 are controlled accordingly by the evaluation unit 32, so that there is a relative adjustment of the optical axes 16 or 16 'to one another or possibly to the motor vehicle 10. In accordance with the alignment of the optical axes 16 and 16 ', the image acquisition areas of the cameras 14 and 14' are more or less superimposed. An emerging overlay area then defines the stereo acquisition of the recorded scene and the non-overlaid areas define the mono acquisition of the recorded scene. A few examples are schematically indicated with reference to FIGS. 2 to 6, but without claiming to be complete for the possible variants.
In den Fig. 2 bis 6 ist jeweils der Bilderfassungsbereich der Kamera 14 mit 43 und der Bilderfassungsbereich der Kamera 14' mit 44 bezeichnet. Entsprechend der Ausrichtung der optischen Achsen 16 beziehungsweise 16' kommt es zu einem Überlagerungsbereich 46 der beiden Bilderfassungs- bereiche 43 beziehungsweise 44. Der Überlagerungsbereich 46 definiert die Stereoerfassung der aufgenommenen Szene und die übrigen Abschnitte der Bilderfassungsbereiche 43 beziehungsweise 44 (außerhalb des Überlagerungsbereiches 46) definieren die Monoerfassung der aufgenommenen Szene.2 to 6, the image capture area of camera 14 is designated 43 and the image capture area of camera 14 'is designated 44. Corresponding to the alignment of the optical axes 16 and 16 ', there is an overlay area 46 of the two image acquisition areas 43 and 44. The overlay area 46 defines the stereo acquisition of the recorded scene and the remaining sections of the image acquisition areas 43 and 44 (outside the overlay area 46) the mono capture of the recorded scene.
Fig. 2 zeigt beispielhaft, dass die Kameras 14 beziehungsweise 14' in Fahrzeuglängsachse 26 parallel zueinander ausgerichtet sind. Hierdurch wird ein günstiger Stereoerfassungsbereich 46 in Fahrtrichtung erhalten, während Randbereiche von untergeordneter Bedeutung sind.2 shows by way of example that the cameras 14 and 14 ′ are aligned parallel to one another in the longitudinal axis 26 of the vehicle. In this way, a favorable stereo detection area 46 is obtained in the direction of travel, while edge areas are of minor importance.
Fig. 3 veranschaulicht eine Variante, bei der die Kameras 14 beziehungsweise 14' jeweils nach rechts zur Fahrzeuglängsachse 26 verschwenkt parallel ausgerichtet sind. Hierdurch ergibt sich ein großer, sich nach rechts orientierender Stereoerfassungsbereich 46, der beispielsweise bei der Vermessung von Einparkszenen oder dergleichen vorteilhaft ist.FIG. 3 illustrates a variant in which the cameras 14 and 14 ', respectively, are aligned parallel and pivoted to the right to the longitudinal axis 26 of the vehicle. This results in a large stereo detection area 46 oriented to the right, which is advantageous, for example, when measuring parking scenes or the like.
Im Unterschied zu Fig. 3 ist in Fig. 4 eine Ausführungsvariante gezeigt, bei der nicht die Kameras 14 beziehungsweise 14' einzeln durch die Antriebseinrichtungen 18 und 20 um die Fahrzeughochachse 30 verschwenkt wer- den, sondern der Träger 22 insgesamt durch die Antriebseinrichtung 24 um die Fahrzeughochachse 30 verschwenkt wird. Hierdurch bleibt ebenfalls eine parallele Ausrichtung der Kameras 14 und 14' erhalten und gleichzeitig wird ein gegenüber Fig. 3 vergrößerter Blickwinkel realisiert.In contrast to FIG. 3, an embodiment variant is shown in FIG. 4, in which the cameras 14 and 14 ′ are not pivoted individually by the drive devices 18 and 20 about the vehicle vertical axis 30, but rather the carrier 22 as a whole by the drive device 24 is pivoted about the vehicle vertical axis 30. This also maintains a parallel alignment of the cameras 14 and 14 'and at the same time realizes an enlarged viewing angle compared to FIG. 3.
Fig. 5 zeigt eine Variante, bei der die Kamera 14' in Fahrzeuglängsachse 26 ausgerichtet bleibt, während die Kamera 14 nach rechts zur Fahrzeuglängsachse 26 verschwenkt ist. Hierdurch wird beispielsweise möglich, am rechten Fahrbahnraπd sich befindende Verkehrszeichen oder dergleichen mit großem Blickwinkel zu erfassen, gleichzeitig jedoch die Szene vor dem Kraftfahrzeug in Fahrtrichtung zu beobachten.FIG. 5 shows a variant in which the camera 14 'remains aligned in the longitudinal axis 26 of the vehicle, while the camera 14 is pivoted to the right to the longitudinal axis 26 of the vehicle. This makes it possible, for example, to detect traffic signs or the like located on the right-hand lane edge with a large viewing angle, but at the same time to observe the scene in front of the motor vehicle in the direction of travel.
Fig. 6 zeigt eine Ausführungsvariante, bei der die Kamera 14 rechts zur Fahrzeuglängsachse 26 und die Kamera 14' links zur Fahrzeuglängsachse 26 verschwenkt ist. Hierdurch wird der Blickwinkel der Bildaufzeich- nungseinheit 12 insgesamt vergrößert, während sich der Stereoerfassungsbereich 46 verkleinert. Mittels einer derartigen Ausrichtung der Kameras 14 beziehungsweise 14' kann insbesondere eine monokulare Bildverarbeitung, das heißt mit relativ großen Monoerfassungsbereichen 43 beziehungsweise 44, erfolgen. Dies ist beispielsweise zu einer Verkehrs- Zeichenerkennung ausreichend.6 shows an embodiment variant in which the camera 14 is pivoted on the right to the vehicle longitudinal axis 26 and the camera 14 'on the left to the vehicle longitudinal axis 26. As a result, the overall viewing angle of the image recording unit 12 is enlarged, while the stereo detection area 46 is reduced. Such an alignment of the cameras 14 or 14 ′ can in particular be used for monocular image processing, that is to say with relatively large mono detection areas 43 or 44. This is sufficient for traffic sign recognition, for example.
Die gezeigten Ausführungsbeispiele verdeutlichen ohne weiteres die variable Einsatzmöglichkeit der Bildaufzeichnungseinheit 12 durch die jeweils einzeln ansteuerbaren Antriebseinrichtungen 18, 20 und 24. Somit lassen sich unterschiedlichste Blickwinkel und Reichweiten mit verschiedensten Stereoerfassungsbereichen 46 und Monoerfassungsbereichen 43 beziehungsweise 44 in einfacher Weise kombinieren. Insbesondere wird hierdurch auch vorteilhaft eine Auflösung von Unsicherheit der Stereoanalyse möglich, die dann eintritt, wenn die Textur eines Objektes parallel zur Epipolaren (Gerade, welche die Orte möglicher Punktkorrespondenzen beschreibt) ins Bild projiziert wird. Durch Drehung der Kamerabasis um wenigstens eine der Achsen 26, 28 und 30 kann die Epipolare im Bild gedreht werden, so dass die Textur nicht mehr parallel verläuft und die Punktkorrespondenz eindeutig hergestellt wird. The exemplary embodiments shown clearly illustrate the variable use of the image recording unit 12 by the individually controllable drive devices 18, 20 and 24. Thus, the most varied of viewing angles and ranges can be combined in a simple manner with a wide variety of stereo detection areas 46 and mono detection areas 43 and 44, respectively. In particular, this advantageously also makes it possible to resolve the uncertainty of the stereo analysis, which occurs when the texture of an object is parallel to the epipolar (straight line, which is the location of possible point correspondences describes) is projected into the image. By rotating the camera base around at least one of the axes 26, 28 and 30, the epipolar can be rotated in the image, so that the texture is no longer parallel and the point correspondence is clearly established.
Claims
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| EP02750789A EP1404545B1 (en) | 2001-06-28 | 2002-06-15 | Device for image detecting objects, people or similar in the area surrounding a vehicle |
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2009077445A1 (en) * | 2007-12-17 | 2009-06-25 | Continental Teves Ag & Co. Ohg | Method and apparatus for optically detecting an area surrounding a vehicle |
| ITTO20101094A1 (en) * | 2010-12-30 | 2012-07-01 | Space S R L Con Unico Socio | DETECTION DEVICE, AND RELATIVE SYSTEM FOR DETERMINING THE WHEEL ORIENTATION OF A VEHICLE |
| CN104380039A (en) * | 2012-07-31 | 2015-02-25 | 哈曼国际工业有限公司 | System and method for detecting obstacles using a single camera |
Families Citing this family (31)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| ATE411199T1 (en) | 2003-02-21 | 2008-10-15 | Gentex Corp | AUTOMATIC VEHICLE EXTERIOR LIGHT MONITORING SYSTEM DESIGNS |
| DE10335757A1 (en) * | 2003-08-05 | 2005-03-03 | Audi Ag | Distance measurement device for vehicle, determines distance to obstacle in vicinity of vehicle using adjustable sensor |
| US7117090B2 (en) * | 2003-08-28 | 2006-10-03 | Siemens Aktiengesellschaft | Moving vehicle in cuboidal panorama |
| FR2859860B1 (en) * | 2003-09-11 | 2006-02-17 | Valeo Vision | OBSTACLE DETECTION DEVICE HAVING A STEREOSCOPIC IMAGING SYSTEM INCLUDING TWO OPTICAL SENSORS |
| FR2885860B1 (en) * | 2005-05-20 | 2007-08-17 | Valeo Vision Sa | DEVICE FOR DETECTING OBSTACLES COMPRISING AN IMAGING SYSTEM FOR A MOTOR VEHICLE |
| DE102005039701A1 (en) * | 2005-08-23 | 2007-03-01 | Adc Automotive Distance Control Systems Gmbh | Driver assistance system for automobiles has side detection system that switches to large range detection if overtaking |
| FR2893173B1 (en) * | 2005-11-10 | 2008-01-18 | Valeo Vision Sa | METHOD FOR EVALUATING, BY A MOTOR VEHICLE, THE CHARACTERISTICS OF A FRONTAL ELEMENT |
| DE102007013501B4 (en) * | 2007-03-21 | 2019-06-06 | Bayerische Motoren Werke Aktiengesellschaft | Driver assistance system with differently oriented cameras |
| DE102009022277A1 (en) | 2009-05-22 | 2010-01-21 | Daimler Ag | Device for detecting objects for vehicle, and for operating driver assistance system of vehicle, has two image recording units with optical axes running in different angles in horizontal manner |
| NL2004996C2 (en) * | 2010-06-29 | 2011-12-30 | Cyclomedia Technology B V | A METHOD FOR MANUFACTURING A DIGITAL PHOTO, AT LEAST PART OF THE IMAGE ELEMENTS INCLUDING POSITION INFORMATION AND SUCH DIGITAL PHOTO. |
| US8675072B2 (en) * | 2010-09-07 | 2014-03-18 | Sergey G Menshikov | Multi-view video camera system for windsurfing |
| DE102012200135A1 (en) | 2012-01-05 | 2013-07-11 | Robert Bosch Gmbh | Method for image-based detection of objects |
| WO2013165006A1 (en) * | 2012-05-01 | 2013-11-07 | セントラルエンジニアリング株式会社 | Stereo camera and stereo camera system |
| DE102012012501B4 (en) | 2012-06-21 | 2019-10-24 | Volkswagen Aktiengesellschaft | Camera system for a motor vehicle |
| DE102012018121A1 (en) | 2012-09-13 | 2013-04-04 | Daimler Ag | Image detecting device for detecting images of environment of motor vehicle, has stereo camera unit which has optical unit for detecting images of environment and another optical unit for detecting images of environment |
| US20140218482A1 (en) * | 2013-02-05 | 2014-08-07 | John H. Prince | Positive Train Control Using Autonomous Systems |
| WO2014189415A1 (en) * | 2013-05-21 | 2014-11-27 | Autoliv Development Ab | Collision mitigation systems with adjustable trigger width |
| US10318823B2 (en) * | 2013-10-14 | 2019-06-11 | Mobileye Vision Technologies Ltd. | Forward-facing multi-imaging system for navigating a vehicle |
| DE102013019226A1 (en) | 2013-11-16 | 2015-05-21 | Daimler Ag | Device for camera-based environmental detection for a vehicle |
| US9562773B2 (en) * | 2014-03-15 | 2017-02-07 | Aurora Flight Sciences Corporation | Autonomous vehicle navigation system and method |
| DE102014209782A1 (en) | 2014-05-22 | 2015-11-26 | Robert Bosch Gmbh | Camera system for detecting an environment of a vehicle |
| DE102014220558A1 (en) * | 2014-10-10 | 2016-04-14 | Conti Temic Microelectronic Gmbh | IMAGING APPARATUS FOR A VEHICLE AND METHOD |
| DE102015220786A1 (en) * | 2015-10-23 | 2017-04-27 | Bayerische Motoren Werke Aktiengesellschaft | Motor vehicle with a device for monitoring the environment of the motor vehicle |
| DE102016008692A1 (en) | 2016-07-16 | 2017-02-09 | Daimler Ag | Device and method for operating an image acquisition unit of a vehicle |
| JP6553762B2 (en) * | 2018-03-05 | 2019-07-31 | 株式会社ユピテル | Drive recorder body and equipment |
| DE102019202060A1 (en) * | 2019-02-15 | 2020-08-20 | Zf Friedrichshafen Ag | Camera module, method and driving machine for a motor vehicle and motor vehicle |
| DE102020107108A1 (en) * | 2020-03-16 | 2021-09-16 | Kopernikus Automotive GmbH | Method and system for autonomous driving of a vehicle |
| DE102020005343A1 (en) * | 2020-08-31 | 2022-03-03 | Daimler Ag | Method for object tracking of at least one object, control device for carrying out such a method, object tracking device with such a control device and motor vehicle with such an object tracking device |
| EP4248170A1 (en) * | 2020-11-23 | 2023-09-27 | Bioseco Sp. z o.o. | A stereovision method and system |
| GB2601307B (en) * | 2020-11-23 | 2024-11-27 | Bioseco Sp Z O O | A Stereovision Method and System |
| DE102021207211B4 (en) | 2021-04-23 | 2022-11-10 | Zf Friedrichshafen Ag | Bearing concept for a sensor for detecting the surroundings of a vehicle |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO1992019811A1 (en) * | 1991-04-29 | 1992-11-12 | Bent Johannes Nielsen | A vehicle for the measuring and marking of points and/or lines on a road |
| US5473364A (en) * | 1994-06-03 | 1995-12-05 | David Sarnoff Research Center, Inc. | Video technique for indicating moving objects from a movable platform |
| WO1996038319A2 (en) * | 1995-05-22 | 1996-12-05 | Donnelly Corporation | Rearview vision system for vehicle including panoramic view |
Family Cites Families (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| GB8430980D0 (en) * | 1984-12-07 | 1985-01-16 | Robinson M | Generation of apparently three-dimensional images |
| US6002430A (en) * | 1994-01-31 | 1999-12-14 | Interactive Pictures Corporation | Method and apparatus for simultaneous capture of a spherical image |
| US5241380A (en) | 1991-05-31 | 1993-08-31 | Video Sentry Corporation | Track mounted surveillance system having multiple use conductors |
| JP2888713B2 (en) * | 1993-01-14 | 1999-05-10 | キヤノン株式会社 | Compound eye imaging device |
| DE4420422C2 (en) | 1994-06-10 | 1997-09-18 | Dickmanns Ernst Dieter Prof Dr | Technical complex eye for dynamic machine vision |
| US5680123A (en) * | 1996-08-06 | 1997-10-21 | Lee; Gul Nam | Vehicle monitoring system |
| DE60009114T2 (en) | 1999-09-20 | 2004-08-05 | Matsushita Electric Industrial Co. Ltd. | DEVICE FOR SUPPORTING VEHICLE DRIVERS |
| JP3349121B2 (en) * | 1999-09-22 | 2002-11-20 | 富士重工業株式会社 | Stereo camera mounting structure |
| JP3300341B2 (en) | 1999-10-12 | 2002-07-08 | 松下電器産業株式会社 | Surveillance system and camera adjustment method |
| JP3627914B2 (en) * | 2000-05-23 | 2005-03-09 | シャープ株式会社 | Vehicle perimeter monitoring system |
| US6611664B2 (en) * | 2000-06-26 | 2003-08-26 | Kabushiki Kaisha Topcon | Stereo image photographing system |
-
2001
- 2001-06-28 DE DE10131196A patent/DE10131196A1/en not_active Withdrawn
-
2002
- 2002-06-15 US US10/481,971 patent/US7652686B2/en not_active Expired - Fee Related
- 2002-06-15 DE DE50208716T patent/DE50208716D1/en not_active Expired - Lifetime
- 2002-06-15 WO PCT/DE2002/002190 patent/WO2003002375A1/en not_active Ceased
- 2002-06-15 EP EP02750789A patent/EP1404545B1/en not_active Expired - Lifetime
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO1992019811A1 (en) * | 1991-04-29 | 1992-11-12 | Bent Johannes Nielsen | A vehicle for the measuring and marking of points and/or lines on a road |
| US5473364A (en) * | 1994-06-03 | 1995-12-05 | David Sarnoff Research Center, Inc. | Video technique for indicating moving objects from a movable platform |
| WO1996038319A2 (en) * | 1995-05-22 | 1996-12-05 | Donnelly Corporation | Rearview vision system for vehicle including panoramic view |
Non-Patent Citations (1)
| Title |
|---|
| GROSSO E ET AL: "Active/dynamic stereo vision", IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, SEPT. 1995, USA, vol. 17, no. 9, pages 868 - 879, XP000532208, ISSN: 0162-8828 * |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2009077445A1 (en) * | 2007-12-17 | 2009-06-25 | Continental Teves Ag & Co. Ohg | Method and apparatus for optically detecting an area surrounding a vehicle |
| ITTO20101094A1 (en) * | 2010-12-30 | 2012-07-01 | Space S R L Con Unico Socio | DETECTION DEVICE, AND RELATIVE SYSTEM FOR DETERMINING THE WHEEL ORIENTATION OF A VEHICLE |
| CN104380039A (en) * | 2012-07-31 | 2015-02-25 | 哈曼国际工业有限公司 | System and method for detecting obstacles using a single camera |
| US9798936B2 (en) | 2012-07-31 | 2017-10-24 | Harman International Industries, Incorporated | System and method for detecting obstacles using a single camera |
Also Published As
| Publication number | Publication date |
|---|---|
| EP1404545B1 (en) | 2006-11-15 |
| US20050030378A1 (en) | 2005-02-10 |
| DE10131196A1 (en) | 2003-01-16 |
| DE50208716D1 (en) | 2006-12-28 |
| EP1404545A1 (en) | 2004-04-07 |
| US7652686B2 (en) | 2010-01-26 |
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